diff --git a/toolforge/build.sh b/toolforge/build.sh
new file mode 100755
index 0000000..d8c9894
--- /dev/null
+++ b/toolforge/build.sh
@@ -0,0 +1,2 @@
+#!/bin/bash
+toolforge jobs run build --command "bash -c 'source ~/.profile && cd ~/ircservserv && cargo build --release'" --image python3.11 --mem 2G --cpu 3 --wait 3600 --filelog-stdout logs/build-out.log --filelog-stderr logs/build-err.log
diff --git a/toolforge/deployment.yaml b/toolforge/deployment.yaml
deleted file mode 100644
index 39e39e1..0000000
--- a/toolforge/deployment.yaml
+++ /dev/null
@@ -1,33 +0,0 @@
----
-# Run ircservserv on kubernetes
-# Adapted from stashbot's deployment file
-apiVersion: apps/v1
-kind: Deployment
-metadata:
-  name: ircservserv
-  namespace: tool-ircservserv
-  labels:
-    name: ircservserv
-    toolforge: tool
-spec:
-  replicas: 1
-  selector:
-    matchLabels:
-      name: ircservserv
-      toolforge: tool
-  template:
-    metadata:
-      labels:
-        name: ircservserv
-        # Mount NFS
-        toolforge: tool
-    spec:
-      containers:
-        - name: ircservserv
-          image: docker-registry.tools.wmflabs.org/toolforge-buster-sssd:latest
-          command: [ "/data/project/ircservserv/ircservserv-config/toolforge/manage.sh", "run" ]
-          workingDir: /data/project/ircservserv
-          env:
-            - name: HOME
-              value: /data/project/ircservserv
-          imagePullPolicy: Always
diff --git a/toolforge/jobs.yaml b/toolforge/jobs.yaml
new file mode 100644
index 0000000..3ec1ebb
--- /dev/null
+++ b/toolforge/jobs.yaml
@@ -0,0 +1,12 @@
+- command: logrotate -v $TOOL_DATA_DIR/logrotate.conf --state $TOOL_DATA_DIR/.logrotate.state
+  emails: onfailure
+  filelog-stderr: logs/logrotate-err.log
+  filelog-stdout: logs/logrotate-out.log
+  image: mariadb
+  name: logrotate
+  schedule: '@daily'
+- command: ./ircservserv/target/release/ircservserv
+  continuous: true
+  emails: onfailure
+  image: bookworm
+  name: ircservserv
diff --git a/toolforge/manage.sh b/toolforge/manage.sh
deleted file mode 100755
index 12beed9..0000000
--- a/toolforge/manage.sh
+++ /dev/null
@@ -1,65 +0,0 @@
-#!/usr/bin/env bash
-# Management script for ircservserv kubernetes processes
-# Adapted from stashbot scripts
-
-set -e
-
-DEPLOYMENT=ircservserv
-POD_NAME=ircservserv
-
-APP_DIR=/data/project/ircservserv/ircservserv
-CONFIG_DIR=/data/project/ircservserv/ircservserv-config
-DEPLOYMENT_FILE=${CONFIG_DIR}/toolforge/deployment.yaml
-
-KUBECTL=/usr/bin/kubectl
-
-_get_pod() {
-    $KUBECTL get pods \
-        --output=jsonpath={.items..metadata.name} \
-        --selector=name=${POD_NAME}
-}
-
-case "$1" in
-    start)
-        echo "Starting ircservserv k8s deployment..."
-        $KUBECTL create --validate=true -f ${DEPLOYMENT_FILE}
-        ;;
-    run)
-        date +%Y-%m-%dT%H:%M:%S
-        echo "Running ircservserv..."
-        cd ${CONFIG_DIR}
-        ${APP_DIR}/target/release/ircservserv
-        ;;
-    stop)
-        echo "Stopping the Kubernetes deployment..."
-        $KUBECTL delete deployment ${DEPLOYMENT}
-        # FIXME: wait for the pods to stop
-        ;;
-    restart)
-        echo "Restarting the running pod..."
-        exec $KUBECTL delete pod $(_get_pod)
-        ;;
-    status)
-        echo "Active pods:"
-        exec $KUBECTL get pods -l name=${POD_NAME}
-        ;;
-    tail)
-        exec $KUBECTL logs -f $(_get_pod)
-        ;;
-    attach)
-        echo "Attaching to pod..."
-        exec $KUBECTL exec -i -t $(_get_pod) -- /bin/bash
-        ;;
-    compile)
-        echo "Compiling ircservserv on the grid..."
-        cd ${APP_DIR}
-        time jsub -N build -mem 2G -sync y -cwd cargo build --release
-        ;;
-    *)
-        echo "Usage: $0 {start|stop|restart|status|tail|attach|compile}"
-        exit 1
-        ;;
-esac
-
-exit 0
-